Install
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npx agentmarket install skill/alan-ift-harness-explore
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About
Use cases: documents, design, data, research
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
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- Secrets
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- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/harness-explore
Tools it pre-approves 10
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
Read,Write,Edit,Glob,Grep,Bash,AskUserQuestion,WebFetch,TodoWrite,Task
What's inside
- Skill name
harness-explore- Description
- Research / feasibility mode. Light-weight requirement analysis + a free-form findings document. No design, no Gate Review, no code. Use when "can we even do X?" is the question and you need evidence, not a vetted plan. Skips most of the 7-agent pipeline by design.
- License
- MIT
- Allowed tools
- Read,, Write,, Edit,, Glob,, Grep,, Bash,, AskUserQuestion,, WebFetch,, TodoWrite,, Task
- Instructions
- 80 lines in SKILL.md · view on GitHub
Before installing
- Pre-approves some shell commands
Files (1)
- SKILL.md
SKILL.md (first lines)
# /harness-explore
Lightweight feasibility / research mode. Spend ~10-30 minutes finding out whether something is possible, not building it.
## When to invoke
- "Can library X handle our use case?"
- "Is provider Y's API rate-limit acceptable for our volume?"
- "What does the upstream codebase look like? Can we even patch it?"
- "Which of these 3 candidate approaches is most plausible — give me evidence per option"
The output is a **findings document with citations**, not a plan and not code.
## When NOT to invoke
- You already know the answer (skip to `/harness` or `/harness-plan`)
- The exploration would take days (split into smaller explore tasks)
- The thing under investigation is a clear bug (file a regular task)
## Procedure
The PM Orchestrator dispatches **only the Requirement Analyst** (lightly), then YOU (the PM or the user) do the exploration directly. There is no Architect, no Gate, no Developer, no QA.
1. **Create the task entry** in `docs/tasks.md` with `mode: explore` and `stage: exploring`.
2. **Create the task directory** `docs/features/<task-slug>/` and `PM_LOG.md`.
3. **Dispatch Requirement Analyst (light)** via Task tool. The Analyst writes a short `01_REQUIREMENT_ANALYSIS.md` containing:
- The question being explored (1-3 sentences)
- The success criteria for the exploration ("how will we know we have an answer")
- The candidates to investigate (if applicable)
- **No acceptance criteria, no detailed user stories** — exploration ≠ feature
4. **Conduct the exploration** (the PM or user does this directly with Read / Grep / WebFetch / Bash):
- Read relevant code (existing project or upstream)
- Run probe commands (`pip show`, `npm info`, `curl`-ing an API, etc.)
- Search for past behavior in the codebase
- Fetch upstream docs
5. **Write `findings.md`** in the task directory. Format:
```markdown
# Findings: <question>
## Answer
<one-paragraph direct answer>
## Evidence
- Source 1: <link or file:line> — <what it shows>
- Source 2: ...
## Implications for our project
- <bullet>
- <bullet>
## Recommended next step
- <one of: "proceed via /harness-plan with approach X", "abandon — see evidence", "explore deeper — open follow-up task Y">
```
6. **Update tasks.md** `stage: explored`.
7. **If the exploration uncovered a non-obvious truth**, append a line to `.harness/insight-index.md` (see `.harness/rules/05-insight-index.md`).
8. **Report to user**: the answer, the recommended next step, where findings.md is.
## Output
```
docs/features/<task-slug>/
01_REQUIREMENT_ANALYSIS.md (light, ~1 page)
findings.md (the actual deliverable)
PM_LOG.md
```
No 02-07.
## Cost vs full pipeline
`/harness-explore` is ~15-20% of full pipeline cost. Don't bundle multiple unrelated questions — one explore task = one question.
## Anti-patterns
- **Do not** write code (other than throwaway probes). If you find yourself implementing the answer, switch to `/harness-plan` or `/harness`.
- **Do not** make verdicts about quality / architecture — that's the Architect's and Gate Reviewer's job in the full pipeline.
- **Do not** skip the `findings.md`. The artifact IS the point of the task.
- **Do not** swallow inconvenient evidence. Cite sources even when they contradict the hoped-for answer.From Alan-IFT/harness-kit, MIT.
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Signals
- Stars
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- Open issues
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- Last commit (this folder)
- Aug 8, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Alan-IFT/harness-kit
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
harness-explore skill. Agent Mart. https://agentmart.dev/skills/alan-ift-harness-explore (last updated 2026-10-24)